A hybrid ANN for output power prediction and online monitoring in grid-connected photovoltaic system / Puteri Nor Ashikin Megat Yunus

• Main Author: Megat Yunus, Puteri Nor Ashikin
• Format: Thesis
• Language: English
• Published: 2023
• Subjects: Neural networks (Computer science); Photovoltaic power systems
• Online Access: https://ir.uitm.edu.my/id/eprint/88921/2/88921.pdf; https://ir.uitm.edu.my/id/eprint/88921/

This thesis presents a new algorithm for output prediction and online monitoring in a Grid-Connected Photovoltaic (GCPV) system based on an artificial neural network. Initially, Multi-Layer Feedforward Neural Network (MLFNN) models for the prediction of total AC power output from a grid-connected PV...